{"id":"W1550207819","doi":"","title":"The Psychopath Test: A Journey through the Madness Industry","year":2011,"lang":"en","type":"article","venue":"Mankind Quarterly","topic":"Paranormal Experiences and Beliefs","field":"Psychology","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Theme (computing); Test (biology); Psychoanalysis; Mental illness; Psychology; Psychopathy; Sociology; Media studies; Psychiatry; Mental health; Personality; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000361629,0.0002041711,0.0001535805,0.00001793798,0.0006237926,0.0001191114,0.000905539,0.0002490021,0.002203714],"category_scores_gemma":[0.00001580288,0.0001020707,0.0001099564,0.0002415706,0.0003192184,0.0001666093,0.00002388668,0.0007110177,0.001230067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001392863,"about_ca_system_score_gemma":0.00002672431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005896346,"about_ca_topic_score_gemma":0.00012298,"domain_scores_codex":[0.9984,0.0001571062,0.0003315484,0.0003082619,0.0002377905,0.0005652456],"domain_scores_gemma":[0.9987063,0.0002096786,0.000158732,0.0008078803,0.00004339672,0.00007397887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004196344,0.001109061,0.04560269,0.000009614829,0.0002140019,0.00023186,0.4660282,4.342846e-7,0.0001552224,0.2128952,0.0491363,0.2241978],"study_design_scores_gemma":[0.001238764,0.002025178,0.3213514,0.00003278118,0.00004857889,0.0004128985,0.07163246,0.00001691383,0.00008787018,0.01618476,0.5864701,0.0004983302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5460601,0.0007706276,0.000233672,0.001242111,0.002910945,0.000338008,0.00001106783,0.000081795,0.4483517],"genre_scores_gemma":[0.9773887,0.00001058549,0.00006351351,0.001165436,0.0004527482,0.0001458812,0.000001204889,0.00002241086,0.02074957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5373338,"threshold_uncertainty_score":0.9995476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05976471147773409,"score_gpt":0.3276384747272112,"score_spread":0.2678737632494771,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}